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Cross-Modal Prototype Learning for Zero-Shot Handwritten Character Recognition 期刊论文
Pattern Recognition, 2022, 卷号: 131, 页码: 108859
作者:  Ao, Xiang;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Adobe PDF(3111Kb)  |  收藏  |  浏览/下载：24/10  |  提交时间：2024/05/30
Towards Prior Gap and Representation Gap for Long-tailed Recognition, Pattern Recognition 期刊论文
Pattern Recognition, 2023, 卷号: 133, 期号: 109012, 页码: 109012
作者:  Zhang Ming-Liang;  Zhang Xu-Yao;  Wang Chang;  Liu Cheng-Lin
Adobe PDF(2258Kb)  |  收藏  |  浏览/下载：94/21  |  提交时间：2024/04/03
Long-tailed learning  Prior gap  Representation gap  Image recognition  
Transformer-based stroke relation encoding for online handwriting and sketches 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 13
作者:  Liu, Jing-Yu;  Zhang, Yan-Ming;  Yin, Fei;  Liu, Cheng-Lin
收藏  |  浏览/下载：66/0  |  提交时间：2024/02/22
Online stroke classification  Handwritten document analysis  Diagram recognition  Sketch semantic segmentation  Position encoding in transformer  
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
Neural Networks, 2023, 卷号: 165, 页码: 799-808
作者:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
Adobe PDF(2202Kb)  |  收藏  |  浏览/下载：94/6  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
DyGAT: Dynamic stroke classification of online handwritten documents and sketches 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 141, 页码: 12
作者:  Yang, Yu-Ting;  Zhang, Yan-Ming;  Yun, Xiao-Long;  Yin, Fei;  Liu, Cheng-Lin
收藏  |  浏览/下载：128/0  |  提交时间：2023/11/17
Stroke classification  Sketch semantic segmentation  Document layout analysis  Diagram recognition  Streaming recognition  
Learning by Seeing More Classes 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:  Fei Zhu;  Xu-Yao Zhang;  Rui-Qi Wang;  Cheng-Lin Liu
Adobe PDF(2561Kb)  |  收藏  |  浏览/下载：150/45  |  提交时间：2023/09/12
Class augmentation  generalization  confidence estimation  open-environment learning  
A neural network based framework for variable impedance skills learning from demonstrations 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2023, 卷号: 160, 页码: 10
作者:  Zhang, Yu;  Cheng, Long;  Cao, Ran;  Li, Houcheng;  Yang, Chenguang
Adobe PDF(3824Kb)  |  收藏  |  浏览/下载：358/65  |  提交时间：2023/02/22
Variable impedance skill  Learning from demonstrations  Skills learning  Human-robot interaction  
Query Pixel Guided Stroke Extraction with Model-Based Matching for Offline Handwritten Chinese Characters 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 123, 页码: 18
作者:  Wang, Tie-Qiang;  Jiang, Xiaoyi;  Liu, Cheng-Lin
收藏  |  浏览/下载：280/0  |  提交时间：2022/07/25
Stroke extraction  Conditional fully convolutional network  PathNet  Stroke matching  Tree search  Stroke extraction  Conditional fully convolutional network  PathNet  Stroke matching  Tree search  
Instance GNN: A Learning Framework for Joint Symbol Segmentation and Recognition in Online Handwritten Diagrams 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2580-2594
作者:  Yun, Xiao-Long;  Zhang, Yan-Ming;  Yin, Fei;  Liu, Cheng-Lin
收藏  |  浏览/下载：277/0  |  提交时间：2022/07/25
Handwriting recognition  Task analysis  Grammar  Semantics  Image segmentation  Trajectory  Text recognition  Online handwritten diagram recognition  symbol segmentation  symbol recognition  freehand sketch analysis  graph neural networks  
End-to-end online writer identification with recurrent neural network. 期刊论文
IEEE Trans. Human-Machine Systems, 2017, 卷号: 47, 期号: 2, 页码: 285-292
作者:  Xu-Yao Zhang,;  Guo-Sen Xie;  Cheng-Lin Liu;  Yoshua Bengio
收藏  |  浏览/下载：79/0  |  提交时间：2022/04/07
End-to-end , long short-term memory (LSTM) , online handwriting , recurrent neural network (RNN) , writer identification